Efficient Time Series Classification Based on Learning Similar Trend Features in the Same Class Sequences.
Guohui DingZhaoyi YuanWenjing TangChao JiangPublished in: BigData (2023)
Keyphrases
- prior knowledge
- supervised learning
- learning tasks
- hypothesis space
- feature space
- feature vectors
- learning process
- learning systems
- learning algorithm
- learning problems
- inductive inference
- class labels
- selecting features
- highly similar
- action sequences
- linear svm
- efficient learning
- learning models
- online learning
- classification accuracy
- feature extraction